
Here violation of \(Z_k<U_i\)  is penalized by \(\rho =1\)  and summing the contaminated stages if the limit is violated and our total stages or dimensions are \(D=21\) . The cost \(c\)  is set to be 0.2 and \(Z_1=0.01\) . As in the setup for [1]}, we use \(T=100\)  stages, \(U_i=0.1\) , \(\lambda =0.01\)  and \(\epsilon =0.05\) .
